field-test

field-test is a skill for Claude Code from cyanheads/nhtsa-vehicle-safety-mcp-server. It costs 106 tokens per session (11,573 once invoked), scanned D, a copy of field-test, Apache-2.0.

A live test workflow for MCP servers that communicates with an HTTP server using JSON-RPC, the message format used for MCP requests. It starts the server, lists its available functions, sends normal and adversarial inputs, and reports findings.

In plain words
What is it for?
Use it after adding or changing tools, resources, or prompts to test the real HTTP behavior and perform a basic standard-input/output startup check.
Why use it?
It catches problems that mocked unit tests can miss, such as confusing inputs, poor errors, missing output formats, or differences between returned data fields.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: positional $N argument.

Part of the nhtsa-vehicle-safety-mcp-server plugin — 33 skills, 1 MCP server shipped together

Good fit Use it after adding or changing tools, resources, or prompts to test the real HTTP behavior and perform a basic standard-input/output startup check.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/cyanheads/nhtsa-vehicle-safety-mcp-server/field-test
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add cyanheads/nhtsa-vehicle-safety-mcp-server --skill field-test
Clone the repo
git clone --depth 1 https://github.com/cyanheads/nhtsa-vehicle-safety-mcp-server

Made for: Claude Code.

Or install nhtsa-vehicle-safety-mcp-server, the plugin that ships this one along with the rest of its 33 skills, 1 MCP server.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for field-test

README.md
[![agentmods](https://agentmods.dev/badge/skills/cyanheads/nhtsa-vehicle-safety-mcp-server/field-test/github.svg)](https://agentmods.dev/skills/cyanheads/nhtsa-vehicle-safety-mcp-server/field-test)
Your own site
<a href="https://agentmods.dev/skills/cyanheads/nhtsa-vehicle-safety-mcp-server/field-test"><img src="https://agentmods.dev/badge/skills/cyanheads/nhtsa-vehicle-safety-mcp-server/field-test/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for field-test

Your own site · 80×15
<a href="https://agentmods.dev/skills/cyanheads/nhtsa-vehicle-safety-mcp-server/field-test"><img src="https://agentmods.dev/badge/skills/cyanheads/nhtsa-vehicle-safety-mcp-server/field-test.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 106 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 11,573 The whole file, excluding the scripts and references it only reads on demand.
Security scan D 3 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 100% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00106 $0.11573
Opus 5.5 $0.00042 $0.04629
Sonnet 5.5 $0.00021 $0.02315
Haiku 4.5 $0.00011 $0.01157

Measured 5d ago against content hash e6f400f2b01d, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade D, and why

field-test scanned grade D with 3 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Sends data to an external URLmediumData exfiltration

A POST to an outside endpoint may be telemetry or may be exfiltration; either way the mod talks to somewhere, and you should know where.

stats=$(curl -sS -o "$resp_file" -w '%{http_code} %{time_total}' -X POST "$url" "${headers[@]}" -d "$body")

Recursive force deletehighDestructive command

rm -rf with a variable or a broad path is one typo away from removing the wrong tree.

rm -rf /tmp/<project-name>-field-test-<ID>-apps

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

Exercise tools, resources, and prompts against a live HTTP server via MCP JSON-RPC over curl. Starts the server, surfaces the catalog, runs real and adversarial inputs, measures every call (bytes, token estimate, wall-cl
Origin

This is a copy

100% identical to field-test — 7 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

framework-skills/field-test/SKILL.md · 565 lines

How it starts

The opening of the file, as written. The whole thing — 565 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Context

Unit tests (add-test skill) verify handler logic with mocked context. Field testing exercises the real HTTP transport with real JSON-RPC: starts the server, calls initialize, surfaces the catalog, runs inputs, and checks what a client actually sees. It catches what unit tests miss — awkward input shapes, unhelpful errors, missing format output, drift between structuredContent and content[], edge-case surprises.

Actively call the tools. Don't read code and guess.

Transport coverage

This skill drives an HTTP server because curl + JSON-RPC is the most reliable harness for shell-based agents. The same handlers run on both transports — only the framing differs — so HTTP exercises the full functional surface. Both HTTP session modes are covered: a durable Mcp-Session-Id session, and the sessionless initialization a MCP_SESSION_MODE=stateless server performs.

Stdio coverage is a boot check only — run this before Step 1. Run bun run rebuild && bun run start:stdio < /dev/null, and confirm the startup logs look clean: the Core services constructed — N tool(s) … record lists every registered tool, resource, and prompt in its tools / resources / prompts fields — the message text shows only counts — and a definition missing from them was never passed to createApp(). No errors/warnings, no missing-config gripes. The emoji startup banner prints only to a terminal, so its absence from an agent's shell is not a finding. Redirecting stdin is what ends the run: the server treats EOF as a shutdown signal, boots fully, then exits on its own, so the log also shows the graceful-shutdown path. Do not background it and reach for pkill — a pattern like pkill -f dist/index.js matches every other stdio MCP server on the machine, including the ones the calling agent's own session is connected to. Pino logs go to stderr in stdio mode (stdout is reserved for JSON-RPC), so they print straight to the terminal when you run interactively. No need to call tools over stdio — the HTTP pass already covered handler behavior.

Read the full file on GitHub · 565 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago Changed e6f400f2b01d
  2. 14d ago Changed · +46 lines · +13 tokens per session scan B → D 68e1e42999fd
  3. 1mo ago Changed · +126 lines · +17 tokens per session scan A → B 62fbc6e452c2
  4. 1mo ago First seen · 393 lines · 76 tokens per session scan A 5e0878fedc2a

Subscribe to this mod's changes

field-test is a skill published in the GitHub repository cyanheads/nhtsa-vehicle-safety-mcp-server (3 stars, last pushed 5d ago), licensed Apache-2.0. It adds 106 tokens to every session and 11,573 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it D with 3 findings (sends data to an external url, recursive force delete, makes network calls). It is 100% identical to field-test, differing in 7 lines, and is treated as a copy.

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